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Ramaiah Institute of Technology
Data Scientist
June 12, 2026 – Present
F1-AWS-Realtime-Telemetry-Analysis
September 23, 2024 – October 28, 2024
This project simulates real-time F1 race data, processes it using AWS Kinesis and Lambda, and visualizes driver positions and lap statistics on a dynamic dashboard. The system streams live race data, updates driver positions, and detects the fastest lap with SNS notifications.
View ProjectServerless-Object-Detection-on-AWS
September 19, 2024 – September 23, 2024
This project builds a cloud-based object detection system using various AWS services. It allows users to upload images via a web interface, processes them with Amazon Rekognition, and stores the detected labels in DynamoDB. The system leverages S3, Lambda, API Gateway, EC2, and Auto Scaling Groups for scalability.
View ProjectDeploying-AI-Enabled-ISL
August 25, 2024 – September 19, 2024
This is a Streamlit app that detects, classifies, and translates Indian Sign Language (ISL) using custom-trained YOLOv8 and Vision Transformer (ViT) models. It supports real-time image capture, multi-language text translation, and text-to-speech conversion, enhancing accessibility and communication for ISL users.
View ProjectAI-Enabled-Sign-Language-Communication-System
July 19, 2024 – August 25, 2024
This is a Streamlit app that detects, classifies, and translates Indian Sign Language (ISL) using custom-trained YOLOv8 and Vision Transformer (ViT) models. It supports real-time image capture, multi-language text translation, and text-to-speech conversion, enhancing accessibility and communication for ISL users.
View ProjectFood-Vision
October 22, 2023 – November 15, 2023
FoodVision is an Image Classification model that is fine tuned on a Vision Transformer Model. A custom dataset was created to include 121 classes of different foods from Indian and other different cuisines. In total over 100,000 images were used to finetune the model to correctly classify foods.
View ProjectInfoSage-Retriever-Reader-Generative-Model
June 15, 2023 – July 5, 2023
InfoSage is a Question and Answering (Q&A) model using the Retriever-Reader approach. The application is built using the Streamlit framework and utilizes several modules and functionalities along with a database to store user information and feedback.
View ProjectAttendance-System-using-Facial-Recognition
May 26, 2023 – November 14, 2023
This program enables real-time face recognition for attendance marking. It uses a webcam or video input to detect and recognize faces in real-time. When a recognized face is identified with sufficient accuracy, the corresponding name is recorded in an attendance file named Attendance.csv, along with the timestamp of the recognition.
View ProjectHotel-Management-using-SQL
January 8, 2023 – July 5, 2023
This is a simple hotel booking application built using Python and the Streamlit framework. The application integrates with a database to store and retrieve customer and room information.
View ProjectSentimentAnalysis
December 27, 2022 – January 23, 2023
This Program displays Sentiment of text inputted using a pre-trained NLP Model.
View ProjectStocks-Comparison
December 22, 2022 – June 23, 2023
This program allows the user to compare the stock prices of three different companies.
View ProjectCultural Fit Analysis
The candidate demonstrates a strong interest in AI/ML and data science through a diverse portfolio of personal projects. The projects show initiative and a drive to apply technical skills to solve real-world problems (e.g., AI-Enabled Sign Language Communication System, Attendance System using Facial Recognition). However, the lack of professional experience beyond a current role with a future start date, and the absence of team-based projects, limits the assessment of cultural fit in a collaborative professional environment.
Soft Skills & Operational Fit
Insufficient data to assess soft skills and operational fit. The candidate's project descriptions indicate an ability to execute complex technical tasks independently.